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+% SGS p118
+% Try learning the structure using an oracle for the cond indep tests
+
+n = 5;
+
+A = 1; B = 2; C = 3; D = 4; E = 5;
+
+G = zeros(n);
+G(A,B)=1;
+G(B,[C D]) = 1;
+G(C,E)=1;
+G(D,E)=1;
+
+k = 2;
+
+pdag = learn_struct_pdag_pc('dsep', n, k, G)
+
+
+
+
+if 0
+N = 4; 
+dag = zeros(N,N);
+C = 1; S = 2; R = 3; W = 4;
+dag(C,[R S]) = 1;
+dag(R,W) = 1;
+dag(S,W)=1;
+
+pdag = learn_struct_pdag_pc('dsep', N, 2, dag)
+end